I use Ubuntu 12.04 with Gnome3. Whenever I press backspace in terminal(no text to delete) it gives me a sound and blinks the screen. I disabled the sound using system settings -> Sound -> Sound Effects -> Alert volume -> off

But I don't know how to disable the blinking screen. How to disable it?